Upgrade to Pro — share decks privately, control downloads, hide ads and more …

The Human Processing Unit (HPU) as a New Approx...

Yuhao Zhu
March 24, 2016
Education
0
250

The Human Processing Unit (HPU) as a New Approximate Computing Substrate

WAX 2016 co-located with ASPLOS 2016

Yuhao Zhu

March 24, 2016
Tweet

More Decks by Yuhao Zhu

See All by Yuhao Zhu
Automatically Generating Robotics Accelerators
queeten
0
22
RTNN: Accelerating Neighbor Search Using Hardware Ray Tracing
queeten
0
350
Architecture Support for Robust Deep Learning: Exploiting Software 1.0 Techniques to Defend Software 2.0
queeten
0
270
Watt-Wise Web: Architecting a Responsive and Energy-Efficient Mobile Web
queeten
0
63
Tail Latency in Node.js: Energy Efficient Turbo Boosting for Long Latency Requests in Event-Driven Web Services
queeten
0
540
Algorithm-SoC Co-Design for Mobile Continuous Vision
queeten
0
420
Energy and Power Measurement on Mobile Devices
queeten
0
130
Defense talk: Energy-Efficient Mobile Web Computing
queeten
0
580
GreenWeb: Language Extensions for Energy-Efficient Mobile Web Computing
queeten
0
330

Other Decks in Education

See All in Education
Image compression
hachama
0
300
地図を活用した関西シビックテック事例紹介
barsaka2
0
140
Flinga
matleenalaakso
2
14k
LinkedIn
matleenalaakso
0
3.5k
プログラミング基礎#4（名古屋造形大学）
yusk1450
PRO
0
110
勉強したらどうなるの？
mineo_matsuya
10
6.9k
CSS3 and Responsive Web Design - Lecture 5 - Web Technologies (1019888BNR)
signer
PRO
1
2.5k
1030
cbtlibrary
0
330
Stratégie de marketing digital - les fondamentaux
martine
0
170
お仕事図鑑pitchトーク
tetsuyaooooo
0
2.3k
Unraveling JavaScript Prototypes
debug_mode
0
130
Sähköiset kyselyt, kokeet ja arviointi
matleenalaakso
1
17k

Featured

See All Featured
Principles of Awesome APIs and How to Build Them.
keavy
126
17k
Imperfection Machines: The Place of Print at Facebook
scottboms
267
13k
StorybookのUI Testing Handbookを読んだ
zakiyama
28
5.4k
Dealing with People You Can't Stand - Big Design 2015
cassininazir
365
25k
Speed Design
sergeychernyshev
25
730
Creating an realtime collaboration tool: Agile Flush - .NET Oxford
marcduiker
26
1.9k
Reflections from 52 weeks, 52 projects
jeffersonlam
348
20k
Building Better People: How to give real-time feedback that sticks.
wjessup
366
19k
Docker and Python
trallard
43
3.2k
Faster Mobile Websites
deanohume
305
30k
Building an army of robots
kneath
302
45k
[Rails World 2023 - Day 1 Closing Keynote] - The Magic of Rails
eileencodes
33
2k

Transcript

  1. 1 WAX 2016 The Human Processing Unit (HPU) as a

    New Approximate Computing Substrate Yuhao Zhu UT Austin with Matt Lease, Matthew Halpern, and Vijay Janapa Reddi

  2. Computing Device

  3. Computing Device Problem Image Compression Edge Detection

  4. Computing Device Problem Image Compression Edge Detection Algorithm / Application

    JPEG 2000 Sobel

  5. Computing Device Problem Algorithm / Application HPU

  6. Computing Device Problem Algorithm / Application HPU What approximate problems

    can be mapped to HPUs?

  7. Computing Device Problem Algorithm / Application HPU What approximate problems

    can be mapped to HPUs? How do we program HPUs while ensuring quality?

  8. Computing Device Problem Algorithm / Application What approximate problems can

    be mapped to HPUs? How do we program HPUs while ensuring quality?